Click on delete icon of the top the right corner to delete the note.
If the delete operation is performed on a Note that is inside a custom folder or notebook, then it is just removed from that specific folder, but will continue to remain in your My Notes folder.
If the delete operation is performed on a Note from My Notes folder, then it will be deleted from My Notes folder as well as from all custom folders and notebooks in which it is present.